AI PROMPTS
THE OPEN AI PROMPTS LIBRARY
A community-curated library of prompts for every AI — across coding, writing, research, design, marketing, and dozens more categories. Discover, share, and remix what works.
AVAILABLE FOR EVERY AI
Claude, ChatGPT, Gemini, Cursor, Copilot, Perplexity, Grok — and any other model or assistant you use.
SEARCH AND LOAD WITH YOUR AGENT — MCP
Connect this library as an MCP server to Claude, Cursor, Windsurf, or any
MCP-capable client. Search with search_prompts, then load skills with list_skill_files, read_skill_file, and get_skill_download.
https://aipromptslibrary.sh/mcp OPTION A — PASTE TO YOUR AGENT Claude, Cursor, Codex, etc.
Connect to the MCP server at https://aipromptslibrary.sh/mcp (streamable-http). Use search_prompts to search the library. For prompt_type=skill results, use list_skill_files to inspect the folder, read_skill_file to load SKILL.md or references, and get_skill_download to get the ZIP URL.
OPTION B — JSON CONFIG manual setup
{
"mcpServers": {
"prompt-library": {
"type": "streamable-http",
"url": "https://aipromptslibrary.sh/mcp"
}
}
} Browse by category
PROMPTS LIBRARY
- 1MCP Server Builder Guidedevelopertool_use
- 2Publication Finalization Workflow Stepsagentoperations
- 3CLAUDE.md Repo Generator Updateragentanalysis
- 4Structured Autonomy Implementation Agentagentcoding
- 5Socratic Lens Corpus Analyzermodelanalysis
- 6Structured Development Plan Outlineragentplanning
- 7Sales Prospect Research Methodology and Scriptssales repsales
- 8Code Second Opinion from Gemini and Codexagentcoding
- 9PR Implementation Plan Generatoragentplanning
- 10Multi-Agent Fact-Checking Systemmodelevaluation
- 11Local Documentation Online Sync Automatoragentoperations
- 12Claude Code Prompt Generator with Error Trackingdevelopercoding
- 13In-Depth Spec Interview Refineragenttool_use
- 14Linear Issue Git Branch PR Creatoragentcoding
- 15GitHub Starred Projects Fetcher via Agent Browseragenttool_use
- 16Adaptive Multi-Tier Thinking Frameworkmodelanalysis
- 17Budgeted Step-by-Step Reasoning with Reflectionsmodelplanning
- 18WorldQuant BRAIN Alpha Optimizeragentfinance
- 19Calculator Content Folder Integratoragentoperations
- 20Comprehensive Codebase Bug Analysis and Fixeragentanalysis
- 21Orchestration Agent Router for Dev Artifactsmodelplanning
- 22Comprehensive Repository Bug Audit and Fixermodelanalysis
- 23Coding Task Plan Generatormodelplanning
- 24Turkish Car Valuation Platform Designeragentproduct